LinkedIn Posts Scraper API (No Cookies)
Pricing
from $0.85 / 1,000 posts
LinkedIn Posts Scraper API (No Cookies)
LinkedIn posts API and scraper: full text, author, exact date, reactions, comments count, top comments, images, video and reshared post from post links, plus recent posts from company pages. No login, no cookies. $1 per 1,000 posts.
Pricing
from $0.85 / 1,000 posts
Rating
0.0
(0)
Developer
Saulius AutomatesIT
Maintained by CommunityActor stats
0
Bookmarked
2
Total users
1
Monthly active users
2 hours ago
Last modified
Categories
Share
Get public LinkedIn posts from post links or company pages: full text, author with followers and headline, exact date, reactions, comments count, up to 10 top comments, hashtags, mentions, links, images, video, documents and the reshared post. No LinkedIn account, no cookies, no browser extension. $1 per 1,000 posts, half the usual $2.
What you get per post
| Field | Example |
|---|---|
url, id, urn, shareUrn | https://www.linkedin.com/posts/openai_..., 7508226717191376897, urn:li:activity:..., urn:li:ugcPost:... |
postedAt | 2026-09-22T18:12:25.484Z (exact, from the post ID) |
author | name, url, type (person or company), headline, followers, image |
text | full post text with line breaks |
hashtags, mentions, links | ["AIAgents"], [{ name, url }], ["https://lnkd.in/..."] |
reactions, comments | 14,552, 475 |
topComments | up to 10: author, authorUrl, authorHeadline, text, postedAt, likes (post links, or company posts with "Open each company post") |
images, video, hasDocument, article | image links; video file and thumbnail; carousel flag; shared article link and title |
sharedPost | the reshared post: author, text, date, media |
isRepost, repostedBy | company page reposts of other people's posts |
companyUrl, companyName, input, source | where the post came from |
Input
- Post links:
https://www.linkedin.com/posts/...,https://www.linkedin.com/feed/update/urn:li:activity:.../,urn:li:ugcPost:...links, local links (uk.linkedin.com/posts/...) or a bare activity URN or ID. - Company, school or showcase links:
https://www.linkedin.com/company/apify/gives the recent posts LinkedIn shows on the public page (about 10, newest first, reposts included unless you turn them off). - Posted after: a date (
2026-10-01) or a period (7 days) for company posts. Skipped posts are free. - Open each company post for comments: adds top comments and exact counts to company posts. Same price.
Pricing
Pay per post: $1 per 1,000 posts on the free plan, less on paid Apify plans (Bronze $0.95, Silver $0.90, Gold and above $0.85). Comments, media and the reshared post are included. Not found links, profile links and pages with no posts are free error rows. You also pay a tiny start fee of $0.00005 per run.
Use cases
- Competitor and brand monitoring: schedule company pages daily with
postedAfter: "1 day"and get every new post with its engagement. - Content research: collect top posts in your niche with their text, hashtags and reactions.
- Social selling and lead generation: top comments come with the commenter's profile link and headline.
- AI agents and RAG: give an agent the full text of any LinkedIn post link someone shares.
Error rows (free)
error | Meaning |
|---|---|
NOT_FOUND | The post was deleted, is private or is visible to connections only |
NO_POSTS | The company page shows no recent posts to logged out visitors, or none match your filters |
BLOCKED | LinkedIn refused the page on 4 fresh IPs; run it again later |
NOT_SUPPORTED | A profile (/in/) link: LinkedIn hides profile activity from logged out visitors. Add the person's post links instead |
API, MCP and integrations
Run it from the Apify API, the Python or JavaScript client, Make, n8n, Zapier, or as a tool for AI agents in
the Apify MCP server (https://mcp.apify.com/?tools=sauliusautomatesit/linkedin-posts-scraper-api).
For company size, industry, website and headquarters use
LinkedIn Company Scraper API.
Notes
- Data comes from LinkedIn's public post and company pages, the same pages anyone sees without signing in. No login and no private data.
- Company pages show about 10 recent posts to logged out visitors; older posts need their post links.
- Datacenter IPs only: no residential proxy cost passed on to you.
